{"id":"W2316667875","doi":"10.1139/cjb-2012-0100","title":"Are clonal traits and their response to defoliation good predictors of grazing resistance?","year":2013,"lang":"en","type":"article","venue":"Botany","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Grazing; Resistance (ecology); Inflorescence; Biomass (ecology); Agronomy; Grassland; Shoot; Ecology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001705114,0.00005799661,0.00008180434,0.00001779032,0.0000935585,0.000005931453,0.00005125259,0.00003411523,0.00009518105],"category_scores_gemma":[0.0001213887,0.00004765213,0.00001585937,0.00008524939,0.00007988937,0.00008699267,0.00004885137,0.00003507696,0.00006249273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003537637,"about_ca_system_score_gemma":0.000003108984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001053709,"about_ca_topic_score_gemma":0.0009703799,"domain_scores_codex":[0.9995453,0.00005009494,0.000113019,0.0001231457,0.00006689705,0.0001015101],"domain_scores_gemma":[0.9997122,0.000112168,0.00007676645,0.00004769164,0.00001014485,0.00004098388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001095416,0.00003447085,0.9518421,0.000006707669,0.00001933094,8.476309e-7,0.001473745,0.0001074496,0.04372071,0.0002970479,0.002031742,0.0003562876],"study_design_scores_gemma":[0.000122187,0.0000310903,0.9972159,0.00000970062,0.000003404519,7.563578e-7,0.0002672186,0.0001492264,0.0001589641,0.001438735,0.0005526118,0.00005023293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967786,0.00006815271,0.0002043864,0.0008510487,0.00003313301,0.0001438702,0.000009197723,0.0000125483,0.001899045],"genre_scores_gemma":[0.9982357,0.000007087883,0.0005352424,0.0001502603,0.000008358707,0.00002416888,1.714406e-7,0.000003817355,0.001035195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04537375,"threshold_uncertainty_score":0.1943197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007336114026572727,"score_gpt":0.2064323267849236,"score_spread":0.1990962127583509,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}